Wed 6:00 p.m. - 7:00 p.m.
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Preworkshop social - South West Garden (firepits #1 and 2), Gather.Town
(
Social
)
>
link
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🔗
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Wed 7:00 p.m. - 7:20 p.m.
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WiML Opening remarks
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Remarks
)
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SlidesLive Video
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Boyi Li · Mariya Vasileva
🔗
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Wed 7:20 p.m. - 7:30 p.m.
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D&I Remarks (Danielle Belgrave)
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Remarks
)
>
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Danielle Belgrave
🔗
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Wed 7:30 p.m. - 8:05 p.m.
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Invited talk - Machine Learning as a Service: The Challenges of Serving diverse client Distributions, Sunita Sarawagi
(
Talk
)
>
SlidesLive Video
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Sunita Sarawagi
🔗
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Wed 8:05 p.m. - 8:15 p.m.
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Live Q&A with Sunita Sarawagi
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Q&A
)
>
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Sunita Sarawagi
🔗
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Wed 8:15 p.m. - 8:40 p.m.
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Contributed talk #1 – Regret minimization in heavy-tailed bandits, Shubhada Agrawal
(
Talk
)
>
SlidesLive Video
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Shubhada Agrawal
🔗
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Wed 8:45 p.m. - 9:45 p.m.
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Poster Session #1 - North Side, Gather.Town
(
Posters
)
>
link
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🔗
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Wed 10:15 p.m. - 10:50 p.m.
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Invited talk – Learning physics models that generalize, Meire Fortunato
(
Talk
)
>
SlidesLive Video
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Meire Fortunato
🔗
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Wed 10:50 p.m. - 11:00 p.m.
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Live Q&A with Meire Fortunato
(
Q&A
)
>
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Meire Fortunato
🔗
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-
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Regret Minimization in Heavy-Tailed Bandits
(
Poster
)
>
link
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Shubhada Agrawal · Sandeep Juneja · Wouter Koolen
🔗
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-
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Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning
(
Poster
)
>
link
SlidesLive Video
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Siddha Ganju · Sayak Paul
🔗
|
-
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Generating Thermal Human Faces for Physiological Assessment using Thermal Sensor Auxiliary Labels
(
Poster
)
>
link
SlidesLive Video
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Catherine Ordun · Sanjay Purushotham · Edward Raff
🔗
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-
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Gaussian Process Bandits with Aggregated Feedback
(
Poster
)
>
link
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Mengyan Zhang · Russell Tsuchida · Cheng Soon Ong
🔗
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-
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Privacy-Preseving Federated Multi-Task Linear Regression: A One-shot Linear Mixing Approach Inspired by Graph Regularization
(
Poster
)
>
link
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Harlin Lee
🔗
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-
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Machine Learning API in NASA’s WorldView Satellite Image Search System
(
Poster
)
>
link
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Kai Priester
🔗
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-
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Interpretable Machine Learning with Symbolic Regression
(
Poster
)
>
link
SlidesLive Video
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Aurélie Boisbunon · Ingrid Grenet · Marc Schoenauer
🔗
|
-
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Visual Question Answering (VQA) Models for Hypothetical Reasoning
(
Poster
)
>
link
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Shailaja Keyur Sampat
🔗
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-
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Identifying Hijacked Reviews
(
Poster
)
>
link
SlidesLive Video
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Monika Daryani · James Caverlee
🔗
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-
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Car Damage Detection and Patch-to-Patch Self-supervised Image Alignment
(
Poster
)
>
link
SlidesLive Video
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Hanxiao Chen
🔗
|
-
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Classification of Shoulder Impingement Syndrome using Transfer Learning model
(
Poster
)
>
link
SlidesLive Video
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Raquel Marasigan
🔗
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-
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Comparative Analysis of Machine Learning Techniques for Breast Cancer Detection
(
Poster
)
>
link
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Jesutofunmi Afolayan
🔗
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-
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Importance of Data Re-Sampling and Dimensionality Reduction in Predicting Students’ Success
(
Poster
)
>
link
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Eluwumi Buraimoh · Ritesh Ajoodha · Kershree Padayachee
🔗
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-
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Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation
(
Poster
)
>
link
SlidesLive Video
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Hanjie Chen · Yangfeng Ji
🔗
|
-
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Syntax-enhanced Dialogue Summarization using Syntax-aware information
(
Poster
)
>
link
SlidesLive Video
|
Seolhwa Lee · Kisu Yang · Chanjun Park · Heuiseok Lim
🔗
|
-
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COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification
(
Poster
)
>
link
|
Audrey Chung · Mahmoud Famouri · Andrew Hryniowski · Alexander Wong
🔗
|
-
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Using computer vision to measure spatial-temporal change of building conditions in neighborhoods with street view imagery
(
Poster
)
>
link
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Evelyn Fitzgerald · Tingyan Deng · Lijing Wang
🔗
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-
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Polaris: accurate spot detection for biological images with deep learning and weak supervision
(
Poster
)
>
link
SlidesLive Video
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Emily Laubscher · William Graf · David Van Valen
🔗
|
-
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Drought and Nitrogen Induced Stress Identification for Maize Crop using Deep Learning deployed on Unmanned Aerial Vehicles (Drones)
(
Poster
)
>
link
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Tejasri Nampally · G Ujwal Sai · Siddha Ganju · Ajay Kumar · Balaji Banothu
🔗
|
-
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Scene statistics and noise determine the relative arrangement of receptive field mosaics
(
Poster
)
>
link
SlidesLive Video
|
Na Young Jun
🔗
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-
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Predictive classification of clinical ball catching trials with recurrent neural networks
(
Poster
)
>
link
SlidesLive Video
|
Jana Lang
🔗
|
-
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A Neural Network Ensemble Approach to System Identification
(
Poster
)
>
link
SlidesLive Video
|
Elisa Negrini · Giovanna Citti
🔗
|
-
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Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks
(
Poster
)
>
link
SlidesLive Video
|
Yujun Yan · Milad Hashemi · Kevin Swersky · Yaoqing Yang · Danai Koutra
🔗
|
-
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Feedforward Omnimatte
(
Poster
)
>
link
|
Sharon Zhang · Jonathan Huang · Vivek Rathod
🔗
|
-
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Predicting Fake News and Real News Spreaders' Influence
(
Poster
)
>
link
SlidesLive Video
|
Amy Zhang · Aaron Brookhouse · Francesca Spezzano
🔗
|
-
|
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies
(
Poster
)
>
link
SlidesLive Video
|
Anaelia Ovalle
🔗
|
-
|
Learning Aerodynamics and Instrument behavior to Fly in Dangerous Conditions
(
Poster
)
>
link
|
Cynthia Koopman · David Zammit Mangion · Alexiei Dingli
🔗
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-
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Effectiveness of Transformers on Session-Based Recommendation
(
Poster
)
>
link
SlidesLive Video
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SARA RABHI · Ronay Ak · Gabriel Moreira · Jeong Min Lee · Even Oldridge
🔗
|
-
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Decaying Clipping Range in Proximal Policy Optimization
(
Poster
)
>
link
|
Mónika Farsang
🔗
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-
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Reading the Road: Leveraging Meta-Learning to Learn Other Driver Behavior
(
Poster
)
>
link
|
Anat Kleiman · Ryan Adams
🔗
|
-
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Identifying ATT&CK Tactics in Android Malware Control Flow Graph Through Graph Representation Learning and Interpretability
(
Poster
)
>
link
SlidesLive Video
|
Christine patterson · Edoardo Serra
🔗
|
-
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Self-Supervised Visual Representation Learning for Time-series Clustering
(
Poster
)
>
link
SlidesLive Video
|
Gaurangi Anand · Richi Nayak
🔗
|
-
|
The impact of weather information on machine-learning probabilistic electricity demand predictions
(
Poster
)
>
link
SlidesLive Video
|
Yifu Ding
🔗
|
-
|
The Two-sample Problem in High Dimension: A Ranking-based Method
(
Poster
)
>
link
|
Myrto Limnios · Stephan Clémençon · Nicolas Vayatis
🔗
|
-
|
Causal meta-learning by making informative interventions about the functional form
(
Poster
)
>
link
|
Chentian Jiang · Chris Lucas
🔗
|
-
|
A Data-driven Approach to Infer Latent Dynamics of COVID-19 Transmission Model
(
Poster
)
>
link
SlidesLive Video
|
Sujin Ahn · Minhae Kwon
🔗
|
-
|
Maintenance planning framework using online and offline deep reinforcement learning
(
Poster
)
>
link
|
Zaharah Bukhsh · Nils Jansen
🔗
|
-
|
Machine Learning-based Mobility Assessment from Passively Sensed Digital Biomarkers
(
Poster
)
>
link
SlidesLive Video
|
Emese Sükei · Pablo Olmos
🔗
|
-
|
Soil Moisture Estimation with cycleGANs for Time-series Gap Filing
(
Poster
)
>
link
SlidesLive Video
|
Nataliia Efremova · Esra Erten
🔗
|
-
|
Social Representation of Political Inclination of Users
(
Poster
)
>
link
SlidesLive Video
|
Anjali Jha
🔗
|
-
|
Parkinson’s Disease Detection using Imputed Multimodal Datasets
(
Poster
)
>
link
|
Hetvi Jethwani · Bhumika Chopra
🔗
|
-
|
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping
(
Poster
)
>
link
|
Dieu Thu Le · Anna Weber
🔗
|
-
|
Efficient evaluation metrics for evaluating the performance of GANs Architecture
(
Poster
)
>
link
|
Ramat Salami · Sakinat Folorunso
🔗
|
-
|
Automated deep lineage tree analysis using a Bayesian single cell tracking approach
(
Poster
)
>
link
|
Kristina Ulicna · Giulia Vallardi · Guillaume Charras · Alan R Lowe
🔗
|
-
|
Targeted active semi supervised learning for new customers in virtual assistants
(
Poster
)
>
link
|
Dieu Thu Le · Anna Weber
🔗
|
-
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Evaluating the Impact of Embedding Representations on Deception Detection
(
Poster
)
>
link
|
Ellyn Ayton · Maria Glenski
🔗
|
-
|
Commit-Checker: A human-centric approach for adopting bug inducing commit detection using machine learning models
(
Poster
)
>
link
SlidesLive Video
|
Naz Zarreen Oishie
🔗
|
-
|
Getting Started with Model Cards
(
Poster
)
>
link
SlidesLive Video
|
Maitreyi Chitale · Anoush Najarian · Helen Chigirinskaya · Louvere Walker-Hannon · Sindhuja Parimalarangan · Rajasi Desai
🔗
|
-
|
Using Embeddings to Estimate Peer Influence on Social Networks
(
Poster
)
>
link
|
Irina Cristali · Victor Veitch
🔗
|
-
|
Sequential Decision Making with Limited Resources
(
Poster
)
>
link
|
Hallee Wong · Maggie Makar · Aniruddh Raghu · John Guttag
🔗
|
-
|
Mitigating Overlap Violations in Causal Inference with Text Data
(
Poster
)
>
link
|
Lin Gui · Victor Veitch
🔗
|
-
|
Interpretable & Hierarchical Topic Models using Hyperbolic Geometry
(
Poster
)
>
link
SlidesLive Video
|
Simra Shahid · Tanay Anand · Nikaash Puri · Balaji Krishnamurthy
🔗
|
-
|
As easy as APC: Leveraging self-supervised learning in the context of time series classification with varying levels of sparsity and severe class imbalance
(
Poster
)
>
link
SlidesLive Video
|
Fiorella Wever
🔗
|
-
|
SPP-EEGNET: An Input-Agnostic Self-supervised EEG Representation Model for Inter-Dataset Transfer Learning
(
Poster
)
>
link
SlidesLive Video
|
Xiaomin Li · Vangelis Metsis
🔗
|
-
|
Maintaining fairness across distribution shifts: do we have viable solutions for real-world applications?
(
Poster
)
>
link
|
12 presenters
Jessica Schrouff · Natalie Harris · Sanmi Koyejo · Ibrahim Alabdulmohsin · Eva Schnider · Diana Mincu · Christina Chen · Awa Dieng · Yuan Liu · Vivek Natarajan · Katherine Heller · Alexander D'Amour
🔗
|
-
|
How Much Data Analytics is Enough?: The ROI of Machine Learning Classification and its Application to Requirements Dependency Classification
(
Poster
)
>
link
|
Gouri Deshpande · Guenther Ruhe
🔗
|
-
|
Combining Transfer Learning And Transformer Attention Mechanism to Increase Aqueous Solubility Prediction Performance
(
Poster
)
>
link
|
Magdalena Wiercioch
🔗
|
-
|
Automatic Curricula via Expert Demonstrations
(
Poster
)
>
link
SlidesLive Video
|
Siyu Dai · Andreas Hofmann · Brian Williams
🔗
|
-
|
Across the Pond and Back: Evaluation of News Deception Detection Approaches Across Natural and Synthetic Regional Dialects
(
Poster
)
>
link
|
Robin Cosbey · Maria Glenski
🔗
|
-
|
Leveraging Resource Allocation and Approximation for Faster Hyperparameter Exploration
(
Poster
)
>
link
SlidesLive Video
|
Lynn Liu
🔗
|
-
|
Machine learning powered quantitative histologic assessment of disease severity in ulcerative colitis
(
Poster
)
>
link
SlidesLive Video
|
Kathleen Sucipto · Maryam Pouryahya · Victoria Mountain
🔗
|
-
|
Application of an interpretable graph neural network to predict gene expression in histopathological images
(
Poster
)
>
link
SlidesLive Video
|
Ciyue Shen · Victoria Mountain · Maryam Pouryahya
🔗
|
-
|
Graph Neural Networks for automated histologic scoring of NASH liver biopsy
(
Poster
)
>
link
|
Maryam Pouryahya · Victoria Mountain
🔗
|
-
|
Improved robustness to disfluencies in RNN-Transducer based Speech Recognition
(
Poster
)
>
link
|
Tina Raissi
🔗
|
-
|
``We Don't Talk Anymore?": An analysis of cross-cutting political discussion on Reddit
(
Poster
)
>
link
|
Dulshani Withana Thanthri Gamage
🔗
|
-
|
A Graph Perspective on Neural Network Dynamics
(
Poster
)
>
link
SlidesLive Video
|
Fatemeh Vahedian · Ruiyu Li · Puja Trivedi · Di Jin · Danai Koutra
🔗
|
-
|
Propagation on Multi-relational Graphs for Node Regression
(
Poster
)
>
link
SlidesLive Video
|
Eda Bayram
🔗
|
-
|
The Many Hats We Wear as Machine Learning Practitioners for Marine Mammal Conservation
(
Poster
)
>
link
|
Louisa van Zeeland · Gracie Ermi
🔗
|
-
|
Self-supervised pragmatic reasoning
(
Poster
)
>
link
SlidesLive Video
|
Jennifer Hu · Roger Levy · Noga Zaslavsky
🔗
|
-
|
Graph Convolutional Networks for Multi-modality Movie Scene Segmentation
(
Poster
)
>
link
|
Yaoxin Li · Alexander Wong · Mohammad Javad Shafiee
🔗
|
-
|
AI-Driven Predictive Analytics to Inform Nuclear Proliferation Detection in Urban Environments
(
Poster
)
>
link
|
Anastasiya Usenko · Ellyn Ayton · Svitlana Volkova
🔗
|
-
|
Do You See What I See: Using Augmented Reality and Artificial Intelligence
(
Poster
)
>
link
SlidesLive Video
|
Shruti Karulkar · Louvere Walker-Hannon · Sarah Mohamed
🔗
|
-
|
Measuring the Cause and Effect in Scientific Productivity: A Case Study of the ACL Community
(
Poster
)
>
link
|
Jasmine Eshun · Maria Glenski · Svitlana Volkova
🔗
|
-
|
Data Efficient Domain Adaptation using FiLM
(
Poster
)
>
link
|
Sinjini Mitra · Rushil Anirudh · Jayaraman Thiagarajan · Pavan Turaga
🔗
|
-
|
Exploiting Hyperdimensional Computing and Probabilistic Inference for Reasoning Across Levels of Abstraction in Dynamic Biosignal-Based Applications
(
Poster
)
>
link
|
Laura Isabel Galindez Olascoaga
🔗
|
-
|
Strategic Clustering
(
Poster
)
>
link
SlidesLive Video
|
Ana-Andreea Stoica · Christos Papadimitriou
🔗
|
-
|
Deep Generative Models for Task-Based fMRI Analysis
(
Poster
)
>
link
SlidesLive Video
|
Daniela de Albuquerque · Jack Goffinet · Rachael Wright · John Pearson
🔗
|
-
|
How we browse: Measurement and analysis of digital behavior
(
Poster
)
>
link
SlidesLive Video
|
Yuliia Lut · Rachel Cummings
🔗
|
-
|
Augment Your Deterministic Model with Monte Carlo Dropout to Combat Noisy Labels
(
Poster
)
>
link
|
Li Chen · Ilknur Kaynar Kabul
🔗
|
-
|
Occlusion-Aware Crowd Navigation Using People as Sensors
(
Poster
)
>
link
SlidesLive Video
|
Ye-Ji Mun · Masha Itkina · Katherine Driggs-Campbell
🔗
|
-
|
Active Noise Cancellation for Spatial Computing
(
Poster
)
>
link
SlidesLive Video
|
Li Chen · David Yang · Xiang Gao · Ilknur Kaynar Kabul
🔗
|
-
|
Physics-assisted Machine Learning
(
Poster
)
>
link
|
Abhilasha Katariya · Jin Ye
🔗
|
-
|
An Interpretable Approach to Hateful Meme Detection
(
Poster
)
>
link
SlidesLive Video
|
Tanvi Deshpande
🔗
|
-
|
Self-Supervision for Scene Graph Embeddings
(
Poster
)
>
link
SlidesLive Video
|
Brigit Schroeder · Adam Smith · Subarna Tripathi
🔗
|
-
|
Solving the super rural and super dense delivery with asset-light programs
(
Poster
)
>
link
SlidesLive Video
|
Jin Ye · Abhilasha Katariya
🔗
|
-
|
Application of a Bayesian CAR Prior to Analyzing Ancient Statistical Records of the Inca Empire
(
Poster
)
>
link
|
Anastasiya Travina
🔗
|
-
|
Topological characterizations of neuronal fibers and its implications in comparing brain connectomes
(
Poster
)
>
link
SlidesLive Video
|
FNU Shailja · B.S. Manjunath
🔗
|
-
|
Bayesian Network Structure Learning with Structured Representations
(
Poster
)
>
link
SlidesLive Video
|
Charupriya Sharma · Peter van Beek
🔗
|
-
|
Towards Automated Evaluation of Explanations in Graph Neural Networks
(
Poster
)
>
link
|
Vanya BK · Balaji Ganesan · Devbrat Sharma · Arvind Agarwal
🔗
|
-
|
Model-Free Learning for Continuous Timing as an Action
(
Poster
)
>
link
|
Helen Zhou · David Childers · Zachary Lipton
🔗
|
-
|
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive Explanations
(
Poster
)
>
link
SlidesLive Video
|
Bhanushee Sharma · Vijil Chenthamarakshan · Amit Dhurandhar · James Hendler · Jonathan S. Dordick · Payel Das
🔗
|
-
|
Graph Representation Learning on Trajectory-Encoded Volumetric Heatmaps for Human Motion Generation
(
Poster
)
>
link
|
Michelle Wu · zhidong xiao · Hammadi Nait-charif
🔗
|
-
|
A Vision-Based Gait Analysis Framework for Predicting Multiple Sclerosis
(
Poster
)
>
link
|
Rachneet Kaur
🔗
|
-
|
Opening the Black Box: High-dimensional Safe Policy Search via Sim-to-real
(
Poster
)
>
link
|
Aneri Muni
🔗
|
-
|
Depth without the Magic: Inductive Biases of Natural Gradient Descent
(
Poster
)
>
link
|
Anna Mészáros · Anna Kerekes · Ferenc Huszar
🔗
|
-
|
Accelerating Symmetric Rank 1 Quasi-Newton Method with Nesterov's Gradient
(
Poster
)
>
link
|
Indrapriyadarsini Sendilkkumaar · Hiroshi Ninomiya · Takeshi Kamio · Hideki Asai
🔗
|
-
|
TaxonBags: Clustering and Vote for Precise Metagenomic Taxonomic Classification
(
Poster
)
>
link
|
Induja Chandrakumar
🔗
|
-
|
Transformer-based Self-Supervised Learning for Medical Images
(
Poster
)
>
link
SlidesLive Video
|
Mariia Dobko · Mariia Kokshaikyna
🔗
|
-
|
Fixed Neural Network Steganography: Train the images, not the network
(
Poster
)
>
link
|
Varsha Kishore · Xiangyu Chen · Yan Wang · Boyi Li · Kilian Weinberger
🔗
|
-
|
Apple - Machine Learning at Apple (Lizi Ottens)
(
Sponsor Talk
)
>
link
SlidesLive Video
|
Lizi Ottens
🔗
|
-
|
Capital One - AI & ML at Capital One (Cat Posey)
(
Sponsor Talk
)
>
link
SlidesLive Video
|
Jeffrey Cooke
🔗
|
-
|
DeepMind - Machine Learning at DeepMind (Mihaela Rosca, Feryal Behbahani, Kate Parkyn)
(
Sponsor Talk
)
>
link
SlidesLive Video
|
James Robson
🔗
|
-
|
Waymo - Machine Learning for Autonomous Driving at Waymo (Chen Wu)
(
Sponsor Talk
)
>
link
SlidesLive Video
|
Chen Wu
🔗
|
-
|
SambaNova Systems - ML Accelerators & Performance (Qinghua Li)
(
Sponsor Talk
)
>
link
SlidesLive Video
|
Qinghua Li
🔗
|
-
|
Microsoft - Advancing real-world few-shot learning with the new ORBIT dataset (Daniela Massiceti)
(
Sponsor Talk
)
>
link
SlidesLive Video
|
Daniela Massiceti
🔗
|
-
|
D. E. Shaw Research - Machine Learning Initiatives at D. E. Shaw Research (Jocelyn Sunseri)
(
Sponsor Talk
)
>
link
SlidesLive Video
|
Jane Chen
🔗
|